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ORCIDZhen Jia 0001
Person information
- affiliation: Princeton University, Computer Science Department, NJ, USA
- affiliation (PhD 2016): Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
Other persons with the same name
- Zhen Jia — disambiguation page
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2020 – today
- 2024
[j6]Xueying Wang
, Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang:
Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs. ACM Trans. Archit. Code Optim. 21(1): 5:1-5:26 (2024)- [c28]Chenyu Jiang, Zhen Jia, Shuai Zheng, Yida Wang, Chuan Wu:
DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines. EuroSys 2024: 542-559 - [c27]Chenyu Jiang, Ye Tian, Zhen Jia, Shuai Zheng, Chuan Wu, Yida Wang:
Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping. MLSys 2024 - [c26]Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu:
DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines. MLSys 2024 - [i17]Chenyu Jiang, Ye Tian, Zhen Jia, Shuai Zheng, Chuan Wu, Yida Wang:
Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping. CoRR abs/2404.19429 (2024) - [i16]Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu:
DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines. CoRR abs/2405.01248 (2024) - 2023
- [c25]Zhuang Wang, Zhen Jia, Shuai Zheng, Zhen Zhang, Xinwei Fu, T. S. Eugene Ng, Yida Wang:
GEMINI: Fast Failure Recovery in Distributed Training with In-Memory Checkpoints. SOSP 2023: 364-381 - [i15]Cody Hao Yu, Haozheng Fan, Guangtai Huang, Zhen Jia, Yizhi Liu, Jie Wang, Zach Zheng, Yuan Zhou, Haichen Shen, Junru Shao, Mu Li, Yida Wang:
RAF: Holistic Compilation for Deep Learning Model Training. CoRR abs/2303.04759 (2023) - [i14]Chenyu Jiang, Zhen Jia, Shuai Zheng, Yida Wang, Chuan Wu:
DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines. CoRR abs/2311.10418 (2023) - 2021
- [c24]Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang:
LoWino: Towards Efficient Low-Precision Winograd Convolutions on Modern CPUs. ICPP 2021: 81:1-81:11
2010 – 2019
- 2019
- [j5]Jun Zhang, Rui Hou, Wei Song, Sally A. McKee, Zhen Jia, Chen Zheng, Mingyu Chen, Lixin Zhang, Dan Meng:
RAGuard: An Efficient and User-Transparent Hardware Mechanism against ROP Attacks. ACM Trans. Archit. Code Optim. 15(4): 50:1-50:21 (2019) - [j4]Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang:
Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers. IEEE Trans. Big Data 5(1): 81-94 (2019) - [c23]Aleksandar Zlateski, Zhen Jia, Kai Li, Frédo Durand:
The anatomy of efficient FFT and winograd convolutions on modern CPUs. ICS 2019: 414-424 - 2018
- [c22]Wanling Gao, Chunjie Luo, Lei Wang, Xingwang Xiong, Jianan Chen, Tianshu Hao, Zihan Jiang, Fanda Fan, Mengjia Du, Yunyou Huang, Fan Zhang, Xu Wen, Chen Zheng, Xiwen He, Jiahui Dai, Hainan Ye, Zheng Cao, Zhen Jia, Kent Zhan, Haoning Tang, Daoyi Zheng, Biwei Xie, Wei Li, Xiaoyu Wang, Jianfeng Zhan:
AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. Bench 2018: 3-9 - [c21]Biwei Xie, Zhen Jia, Yungang Bao:
Benchmarking SpMV Methods on Many-Core Platforms. Bench 2018: 233-247 - [c20]Biwei Xie, Jianfeng Zhan, Xu Liu, Wanling Gao, Zhen Jia, Xiwen He, Lixin Zhang:
CVR: efficient vectorization of SpMV on x86 processors. CGO 2018: 149-162 - [c19]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren:
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. IISWC 2018: 48-58 - [c18]Zhen Jia, Aleksandar Zlateski, Frédo Durand, Kai Li:
Optimizing N-dimensional, winograd-based convolution for manycore CPUs. PPoPP 2018: 109-123 - [i13]Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang:
Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads. CoRR abs/1802.00699 (2018) - [i12]Aleksandar Zlateski, Zhen Jia, Kai Li, Frédo Durand:
FFT Convolutions are Faster than Winograd on Modern CPUs, Here is Why. CoRR abs/1809.07851 (2018) - [i11]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren:
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. CoRR abs/1810.09376 (2018) - 2017
- [j3]Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang:
Understanding Big Data Analytics Workloads on Modern Processors. IEEE Trans. Parallel Distributed Syst. 28(6): 1797-1810 (2017) - [c17]Rui Han, Zan Zong, Fan Zhang, José Luis Vázquez-Poletti, Zhen Jia, Lei Wang:
CloudMix: Generating Diverse and Reducible Workloads for Cloud Systems. CLOUD 2017: 496-503 - [c16]Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan:
BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite. IPDPS Workshops 2017: 1068-1077 - [i10]Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang:
A Dwarf-based Scalable Big Data Benchmarking Methodology. CoRR abs/1711.03229 (2017) - 2016
- [c15]Zhen Jia, Chao Xue, Guancheng Chen, Jianfeng Zhan, Lixin Zhang, Yonghua Lin, H. Peter Hofstee:
Auto-tuning Spark Big Data Workloads on POWER8: Prediction-Based Dynamic SMT Threading. PACT 2016: 387-400 - [c14]Rui Ren, Zhen Jia, Lei Wang, Jianfeng Zhan, Tianxu Yi:
BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems. IEEE BigData 2016: 555-562 - [c13]Biwei Xie, Xu Liu, Sally A. McKee, Jianfeng Zhan, Zhen Jia, Lei Wang, Lixin Zhang:
Understanding Data Analytics Workloads on Intel(R) Xeon Phi(R). HPCC/SmartCity/DSS 2016: 206-215 - [c12]Chen Zheng, Jianfeng Zhan, Zhen Jia, Lixin Zhang:
Characterizing OS Behaviors of Datacenter and Big Data Workloads. HPCC/SmartCity/DSS 2016: 1079-1086 - [c11]Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia:
Characterization and architectural implications of big data workloads. ISPASS 2016: 145-146 - 2015
- [c10]Biwei Xie, Xu Liu, Jianfeng Zhan, Zhen Jia, Yuqing Zhu, Lei Wang, Lixin Zhang:
Characterizing Data Analytics Workloads on Intel Xeon Phi. IISWC 2015: 114-115 - [i9]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo, Ninghui Sun:
Understanding Big Data Analytic Workloads on Modern Processors. CoRR abs/1504.04974 (2015) - [i8]Rui Han, Zhen Jia, Wanling Gao, Xinhui Tian, Lei Wang:
Benchmarking Big Data Systems: State-of-the-Art and Future Directions. CoRR abs/1506.01494 (2015) - [i7]Lei Wang, Jianfeng Zhan, Zhen Jia, Rui Han:
Characterization and Architectural Implications of Big Data Workloads. CoRR abs/1506.07943 (2015) - 2014
- [c9]Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu:
BigDataBench: A big data benchmark suite from internet services. HPCA 2014: 488-499 - [c8]Tao Jiang, Qianlong Zhang, Rui Hou, Lin Chai, Sally A. McKee, Zhen Jia, Ninghui Sun:
Understanding the behavior of in-memory computing workloads. IISWC 2014: 22-30 - [c7]Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li:
Characterizing and subsetting big data workloads. IISWC 2014: 191-201 - [i6]Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu:
BigDataBench: a Big Data Benchmark Suite from Internet Services. CoRR abs/1401.1406 (2014) - [i5]Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li:
Characterizing and Subsetting Big Data Workloads. CoRR abs/1409.0792 (2014) - 2013
- [c6]Lin Cai, Zhen Jia, Yong Qi, Lei Wang:
CloudRank-V: A Desktop Cloud Benchmark with Complex Workloads. HPCC/EUC 2013: 415-421 - [c5]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo:
Characterizing data analysis workloads in data centers. IISWC 2013: 66-76 - [i4]Wanling Gao, Yuqing Zhu, Zhen Jia, Chunjie Luo, Lei Wang, Zhiguo Li, Jianfeng Zhan, Yong Qi, Yongqiang He, Shimin Gong, Xiaona Li, Shujie Zhang, Bizhu Qiu:
BigDataBench: a Big Data Benchmark Suite from Web Search Engines. CoRR abs/1307.0320 (2013) - [i3]Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang:
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. CoRR abs/1307.7943 (2013) - [i2]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo:
Characterizing Data Analysis Workloads in Data Centers. CoRR abs/1307.8013 (2013) - 2012
- [j2]Chunjie Luo, Jianfeng Zhan, Zhen Jia, Lei Wang, Gang Lu, Lixin Zhang, Cheng-Zhong Xu, Ninghui Sun:
CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications. Frontiers Comput. Sci. 6(4): 347-362 (2012) - [j1]Bo Sang, Jianfeng Zhan, Gang Lu, Haining Wang, Dongyan Xu, Lei Wang, Zhihong Zhang, Zhen Jia:
Precise, Scalable, and Online Request Tracing for Multitier Services of Black Boxes. IEEE Trans. Parallel Distributed Syst. 23(6): 1159-1167 (2012) - [c4]Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo:
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. IPDPS Workshops 2012: 1712-1721 - [c3]Xiaoyu Fu, Rui Ren, Jianfeng Zhan, Wei Zhou, Zhen Jia, Gang Lu:
LogMaster: Mining Event Correlations in Logs of Large-Scale Cluster Systems. SRDS 2012: 71-80 - [c2]Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang:
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. WBDB 2012: 44-59 - [i1]Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo:
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. CoRR abs/1202.6134 (2012) - 2011
- [c1]Huafeng Xi, Jianfeng Zhan, Zhen Jia, Xuehai Hong, Lei Wang, Lixin Zhang, Ninghui Sun, Gang Lu:
Characterization of real workloads of web search engines. IISWC 2011: 15-25
Coauthor Index
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